Reproducibility and Experimental Design for Machine Learning on Audio and Multimedia Data.
Gerald FriedlandPublished in: ACM Multimedia (2020)
Keyphrases
- experimental design
- multimedia data
- multimedia
- machine learning
- multimedia information
- active learning
- content based video retrieval
- multimedia content
- multimedia databases
- feature selection
- multimedia information retrieval
- multimedia presentations
- multimedia objects
- sample size
- learning algorithm
- empirical studies
- high level
- learning tasks
- model selection
- data processing
- text classification
- data management
- data sources
- learning systems
- multimedia documents
- data mining
- semi supervised learning
- video data
- data sets
- data analysis
- learning environment
- decision trees
- e learning
- databases